---
title: Gemini
description: "Explore Google DeepMind's Gemini with observation via AgentOps"
---

import CodeTooltip from '/snippets/add-code-tooltip.mdx'
import EnvTooltip from '/snippets/add-env-tooltip.mdx'

[Gemini (Google Generative AI)](https://ai.google.dev/gemini-api/docs/quickstart) is a leading provider of AI tools and services.
Explore the [Gemini API](https://ai.google.dev/docs) for more information.

<Note>
  `google-generativeai>=0.1.0` is currently supported.
</Note>

<Steps>
  <Step title="Install the AgentOps SDK">
    <CodeGroup>
      ```bash pip 
      pip install agentops
      ```
      ```bash poetry
      poetry add agentops
      ```
    </CodeGroup>
  </Step>
  <Step title="Install the Gemini SDK">
    <Note>
      `google-generativeai>=0.1.0` is required for Gemini integration.
    </Note>
    <CodeGroup>
      ```bash pip
      pip install google-generativeai
      ```
      ```bash poetry
      poetry add google-generativeai
      ```
    </CodeGroup>
  </Step>
  <Step title="Add 3 lines of code">
    <CodeTooltip/>
    <CodeGroup>
      ```python python
      import google.generativeai as genai
      import agentops
      
      agentops.init(<INSERT YOUR API KEY HERE>)
      model = genai.GenerativeModel("gemini-1.5-flash")
      ...
      # End of program (e.g. main.py)
      agentops.end_session("Success") # Success|Fail|Indeterminate
      ```
    </CodeGroup>
    <EnvTooltip />
      <CodeGroup>
        ```python .env
        AGENTOPS_API_KEY=<YOUR API KEY>
        GEMINI_API_KEY=<YOUR GEMINI API KEY>
        ```
      </CodeGroup>
      Read more about environment variables in [Advanced Configuration](/v1/usage/advanced-configuration)
  </Step>
  <Step title="Run your Agent">
    Execute your program and visit [app.agentops.ai/drilldown](https://app.agentops.ai/drilldown) to observe your Agent! 🕵️
    <Tip>
      After your run, AgentOps prints a clickable url to console linking directly to your session in the Dashboard
    </Tip>
    <div/>
    <Frame type="glass" caption="Clickable link to session">
      <img height="200" src="https://github.com/AgentOps-AI/agentops/blob/main/docs/images/link-to-session.gif?raw=true" />
    </Frame>
  </Step>
</Steps>

## Full Examples

<CodeGroup>
  ```python sync
  import google.generativeai as genai
  import agentops

  agentops.init(<INSERT YOUR API KEY HERE>)
  model = genai.GenerativeModel("gemini-1.5-flash")

  response = model.generate_content(
      "Write a haiku about AI and humans working together"
  )

  print(response.text)
  agentops.end_session('Success')
  ```

  ```python stream
  import google.generativeai as genai
  import agentops

  agentops.init(<INSERT YOUR API KEY HERE>)
  model = genai.GenerativeModel("gemini-1.5-flash")

  response = model.generate_content(
      "Write a haiku about AI and humans working together",
      stream=True
  )

  for chunk in response:
      print(chunk.text, end="")

  agentops.end_session('Success')
  ```
</CodeGroup>

You can find more examples in the [Gemini Examples](/v1/examples/gemini_examples) section.

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